Tue.Aug 22, 2023

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Data Observability, Essential for your Modern Data Stack

insideBIGDATA

In this contributed article, Mayank Mehra, head of product management at Modak, shares the importance of incorporating effective data observability practices to equip data and analytics leaders with essential insights into the health of their data stacks. Mayank also explains why this is becoming increasingly paramount, given the current trend towards modern, complex, and distributed data infrastructures.

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AI-Generated Art Denied Copyrights by US Court

Analytics Vidhya

In a key decision that could reshape the realm of art and technology, a US federal judge has ruled against granting copyrights to art pieces generated by artificial intelligence (AI). This verdict, which might have far-reaching implications, could impact the art world, Hollywood studios, and the future of creative ownership. The ruling comes from a […] The post AI-Generated Art Denied Copyrights by US Court appeared first on Analytics Vidhya.

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Leveraging XGBoost for Time-Series Forecasting

KDnuggets

Enabling the powerful algorithm to forecast from your data.

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Getting Started with LlaMA 2 | Meta’s New Generative AI

Analytics Vidhya

Introduction With the release of GPT from OpenAI, many companies entered the race to create robust Generative Large Language Models of their own. Creating a Generative AI from scratch can involve a pretty cumbersome process, as it requires conducting thorough research in the field of Generative AI and performing numerous trials and errors. It also […] The post Getting Started with LlaMA 2 | Meta’s New Generative AI appeared first on Analytics Vidhya.

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Airflow Best Practices for ETL/ELT Pipelines

Speaker: Kenten Danas, Senior Manager, Developer Relations

ETL and ELT are some of the most common data engineering use cases, but can come with challenges like scaling, connectivity to other systems, and dynamically adapting to changing data sources. Airflow is specifically designed for moving and transforming data in ETL/ELT pipelines, and new features in Airflow 3.0 like assets, backfills, and event-driven scheduling make orchestrating ETL/ELT pipelines easier than ever!

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VMware-Nvidia Dovetail Core Infrastructure To Accelerate Generative AI

Adrian Bridgwater for Forbes

VMware is now continuing its systems level development by working further with Nvidia to deliver core services that underpin new AI delpoyments.

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Meta Introduces ‘SeamlessM4T’ AI Model Capable of Translating Up To 100 Languages in Real-Time

Analytics Vidhya

In a revolutionary move towards global communication, the tech giant Meta has unveiled its latest AI model, named SeamlessM4T. This all-in-one multilingual multimodal translation and transcription model is set to redefine language barriers, making cross-lingual conversations a seamless reality. With the power to perform real-time translations and transcriptions in up to 100 languages, the implications […] The post Meta Introduces ‘SeamlessM4T’ AI Model Capable of Translating Up

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ELT vs ETL: Unveiling the Differences and Similarities

Analytics Vidhya

Introduction In today’s data-driven world, seamless data integration plays a crucial role in driving business decisions and innovation. Two prominent methodologies have emerged to facilitate this process: Extract, Transform, Load (ETL) and Extract, Load, Transform (ELT). In this article, we will discuss ELT vs ETL, comparing their characteristics, benefits, and suitability for various use cases. […] The post ELT vs ETL: Unveiling the Differences and Similarities appeared first on Ana

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Surviving in the R Environment

Machine Learning Mastery

R is not only a programming language but also a programming shell with read-eval-print loop (REPL). The shell is how most people use R. But when you drill deeper, knowing more about what’s working behind the scenes is handy. In this post, you will learn: How to manage variables in R How to manage packages […] The post Surviving in the R Environment appeared first on MachineLearningMastery.com.

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Learn MLOps Basics with This Free eBook

KDnuggets

Learn about the basics of MLOps with this free ebook you can download right now.

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Paytm to Safeguard India’s Economy with AI: Revolutionizing Financial Security

Analytics Vidhya

In a groundbreaking move set to redefine the landscape of India’s financial sector, One 97 Communications Ltd, the parent company of the renowned brand Paytm, is gearing up to unleash an India-scale AI system. Paytm’s chief, Vijay Shekhar Sharma, has unveiled this endeavor designed to aid financial institutions in detecting and combating risks & fraud. […] The post Paytm to Safeguard India’s Economy with AI: Revolutionizing Financial Security appeared first on Analyti

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Whats New in Apache Airflow 3.0 –– And How Will It Reshape Your Data Workflows?

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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No copyright claim on AI-generated art – US court ruling

Data Science Dojo

The intersection of art and technology has led us into a captivating realm where AI-generated art challenges conventional notions of creativity and authorship. A recent ruling by a US court in Washington, D.C. has ignited a debate: Can a work of art created solely by artificial intelligence be eligible for copyright protection under US law ? Let’s delve into the details of this intriguing case and explore the implications it holds for the evolving landscape of intellectual property.

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VMware and NVIDIA Unlock Generative AI for Enterprises

insideBIGDATA

VMware Inc.

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How InferKit AI perfects text creation with keywords

Dataconomy

InferKit AI stands out as a text generation solution tailored to create vibrant and cohesive content from the hints you provide. Catering to a diverse audience, from novelists and marketers to students and app developers, InferKit AI serves as a beacon in dispelling the daunting shadow of writer’s block. By choosing to integrate InferKit AI into your content strategy, not only are you bypassing tedious hours of writing, but you’re also securing top-tier, engaging output for all your

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Lenovo and VMware Expand Partnership to Bring New NVIDIA-Powered Turnkey Generative AI and Multi-Cloud Solutions to Every Business 

insideBIGDATA

Today at VMware Explore 2023, Lenovo (HKSE: 992) (ADR: LNVGY) and VMware, Inc. (NYSE: VMW) announced the first turnkey solutions from their joint Edge and Cloud Innovation Labs, delivering modern hybrid multi-cloud capabilities to mid-size companies and helping customers more easily harness data to empower their intelligent transformation. Lenovo also unveiled its newest Reference Design for Generative AI in partnership with VMware, a fully integrated Lenovo ThinkSystem solution featuring NVIDIA

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Diving into emerging trends in educational technology

Dataconomy

Emerging trends in educational technology have consistently served as pivotal points of transformation in the education sector. Right from the days of the printing press to the current era of online learning, technological advancements have revolutionized the way we assimilate knowledge. As we navigate through 2023, it’s evident that emerging trends in educational technology are setting new standards and reshaping the educational terrain.

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Thomson Reuters Future of Professionals Report Predicts AI will Have a Transformational Impact on Professional Work by 2028

insideBIGDATA

Thomson Reuters (NYSE/TSX: TRI), a global content and technology company, released its Future of Professionals Report. The survey of more than 1,200 individuals working internationally shares the predicted impact that generative AI will have on the future of professional work.

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What is Midjourney Vary Region editor and how to use it

Dataconomy

Midjourney is surely one of the most successful and popular generative AI tools in the world right now, and the team behind it is adding more features each day. With the latest announcement, the company announced the Midjourney Vary Region editor, and today, we will show you what it is and how to use it! Midjourney has once again taken a leap forward by introducing its latest innovation: the Vary Region editor.

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Skiff – Privacy-first end-to-end encrypted email

Hacker News

Skiff Mail privacy-first, end-to-end encrypted product home, with Mail, Calendar, Pages, and Drive overview.

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A Guide to Debugging Apache Airflow® DAGs

In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate

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Meet Botto, the AI-Artist That Mints Its Own NFTs

Flipboard

Botto is part AI, part human community, part DAO, and part experiment on the way to artistic singularity. Jeff Wilser meets its creator, Mario Klingemann.

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Screen Apnea

Hacker News

Here’s how to get “screen apnea” in check.

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Google and YouTube are trying to have it both ways with AI and copyright

Flipboard

Google has made clear it is going to use the open web to inform and create anything it wants, and nothing can get in its way. Except maybe Frank Sinatra. There’s only one name that springs to mind when you think of the cutting edge in copyright law online: Frank Sinatra.

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Natural beekeepers are the radical dissenters of apiculture

Hacker News

Parasites and pesticides have brought chaos to bee colonies throughout the world. Natural beekeepers want to transform our relationship to the hive.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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OpenAI brings fine-tuning to GPT-3.5 Turbo

Flipboard

OpenAI customers can now bring custom data to the lightweight version of GPT-3.5, GPT-3.5 Turbo — making it easier to improve the text-generating AI model’s reliability while building in specific behaviors. OpenAI claims that fine-tuned versions of GPT-3.

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People in a genetic database have segments of DNA in common unexpectedly often

Hacker News

People in a genetic database have segments of DNA in common unexpectedly often.

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Python is coming to Microsoft Excel

Flipboard

This will enable users to perform complex statistical analysis, advanced visualizations, predictive analytics, and machine learning in Excel.

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How iceberg won the lettuce wars

Hacker News

THIS ARTICLE IS ADAPTED FROM THE AUGUST 19, 2023, EDITION OF GASTRO OBSCURA’S FAVORITE THINGS NEWSLETTER. YOU CAN SIGN UP HERE.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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Meet Relume, the bootstrapped AI web builder that wants to supercharge Figma and Webflow

Flipboard

Despite the abundant venture capital available for startups in the current wave of generative AI breakthroughs, totaling $14 billion in equity funding as of August this year, Relume has turned down investments and instead relied on bootstrapping since its launch in November 2021.

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Visualizing the mysterious: Quantum entanglement photons captured in real-time

Hacker News

Researchers at the University of Ottawa, in collaboration with Danilo Zia and Fabio Sciarrino from the Sapienza University of Rome, recently demonstrated a novel technique that allows the visualization of the wave function of two entangled photons, the elementary particles that constitute light, in real-time.

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Canva embraced generative AI—now it’s changing the way people work

Flipboard

With its smart approach to generative AI, Canva—a winner of the 2023 Innovation by Design Awards—is changing the way people design. Canva’s swift pivot to artificial intelligence caught even the technoscenti by surprise.

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The World's Oldest Photograph (2022)

Hacker News

Not particularly impressive at first glance, Joseph Nicéphore Niépce's View from the Window at Le Gras is a grey-hued pewter plate with the blurred shadow-shapes of treelines and buildings. Despite its unprepossessing appearance, this photograph was integral to the development of modern photography.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.